/tags/machine-learning/Recent content in Machine Learning on Hitesh PattanayakHugoen-usSat, 12 Oct 2024 00:00:00 +0000/posts/deep-learning/Sat, 12 Oct 2024 00:00:00 +0000/posts/deep-learning/This article breaks down the key mathematical concepts behind neural networks, including weights, biases, and activations, with an example of handwritten digit recognition./posts/tokenization/Wed, 02 Oct 2024 00:00:00 +0000/posts/tokenization/Take a detour before diving into transformers and explore sub-word tokenization techniques like Byte-Pair Encoding, WordPiece, and Unigram models. Learn how they handle rare words, reduce vocabulary size, and make models more efficient!/posts/n-grams/Sun, 29 Sep 2024 00:00:00 +0000/posts/n-grams/Decoding N-Grams: The Heart of Large Language Models/posts/first-ai-post/Sat, 28 Sep 2024 00:00:00 +0000/posts/first-ai-post/Why am I writing these AI blogs? Discover my journey into AI and LLMs!